Preferential Bayesian optimisation with Skew Gaussian Processes.
Alessio BenavoliDario AzzimontiDario PigaPublished in: CoRR (2020)
Keyphrases
- gaussian processes
- gaussian process
- bayesian approaches
- gaussian process regression
- relevance vector machine
- bayesian methods
- multi task learning
- preference learning
- covariance function
- human pose estimation
- gaussian process models
- hyperparameters
- decision trees
- model selection
- generative model
- cross validation
- latent variables
- probabilistic model
- bayesian networks